564_fried

Overview
Reproduction

Dataset statistics

Number of variables	11
Number of observations	40768
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	3.4 MiB
Average record size in memory	88.0 B

Variable types

NUM	11

Reproduction

Analysis started	2020-08-25 00:05:38.915871
Analysis finished	2020-08-25 00:05:59.571071
Duration	20.66 seconds
Version	pandas-profiling v2.8.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

X1
Real number (ℝ_≥0)

Distinct count	1001
Unique (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.4995133193110154
Minimum	0.0
Maximum	1.0
Zeros	12
Zeros (%)	< 0.1%
Memory size	318.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.05000000075
Q1	0.2529999912
median	0.4990000129
Q3	0.7480000257
95-th percentile	0.9499999881
Maximum	1
Range	1
Interquartile range (IQR)	0.4950000346

Descriptive statistics

Standard deviation	0.2881766115
Coefficient of variation (CV)	0.5769147696
Kurtosis	-1.193385353
Mean	0.4995133193
Median Absolute Deviation (MAD)	0.2479999661
Skewness	0.002974340935
Sum	20364.159
Variance	0.08304575943

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.02600000054	66	0.2%
0.3779999912	64	0.2%
0.01899999939	60	0.1%
0.8669999838	59	0.1%
0.1439999938	59	0.1%
0.6800000072	59	0.1%
0.4370000064	58	0.1%
0.9129999876	58	0.1%
0.7319999933	57	0.1%
0.3610000014	57	0.1%
0.8109999895	56	0.1%
0.3030000031	55	0.1%
0.3709999919	54	0.1%
0.3109999895	54	0.1%
0.1140000001	54	0.1%
0.1220000014	54	0.1%
0.4810000062	54	0.1%
0.3889999986	54	0.1%
0.9060000181	53	0.1%
0.01400000043	53	0.1%
0.6380000114	53	0.1%
0.398999989	53	0.1%
0.4819999933	53	0.1%
0.5780000091	53	0.1%
0.6330000162	53	0.1%
Other values (976)	39365	96.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12	< 0.1%
0.001000000047	36	0.1%
0.002000000095	45	0.1%
0.003000000026	36	0.1%
0.00400000019	37	0.1%
0.004999999888	46	0.1%
0.006000000052	36	0.1%
0.007000000216	41	0.1%
0.00800000038	37	0.1%
0.008999999613	44	0.1%

Value	Count	Frequency (%)
1	22	0.1%
0.9990000129	35	0.1%
0.9980000257	39	0.1%
0.996999979	43	0.1%
0.9959999919	39	0.1%
0.9950000048	50	0.1%
0.9940000176	34	0.1%
0.9929999709	48	0.1%
0.9919999838	38	0.1%
0.9909999967	44	0.1%

X2
Real number (ℝ_≥0)

Distinct count	1001
Unique (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5021512461662525
Minimum	0.0
Maximum	1.0
Zeros	20
Zeros (%)	< 0.1%
Memory size	318.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.05200000107
Q1	0.2529999912
median	0.503000021
Q3	0.753000021
95-th percentile	0.9520000219
Maximum	1
Range	1
Interquartile range (IQR)	0.5000000298

Descriptive statistics

Standard deviation	0.2883271009
Coefficient of variation (CV)	0.5741837804
Kurtosis	-1.19668029
Mean	0.5021512462
Median Absolute Deviation (MAD)	0.25
Skewness	-0.003141231683
Sum	20471.702
Variance	0.08313251709

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.3880000114	64	0.2%
0.7009999752	60	0.1%
0.925999999	60	0.1%
0.4850000143	59	0.1%
0.4880000055	59	0.1%
0.1829999983	58	0.1%
0.04500000179	57	0.1%
0.8019999862	57	0.1%
0.3670000136	56	0.1%
0.2689999938	55	0.1%
0.6850000024	55	0.1%
0.5989999771	55	0.1%
0.7639999986	55	0.1%
0.3540000021	55	0.1%
0.3339999914	55	0.1%
0.5379999876	54	0.1%
0.8100000024	54	0.1%
0.6090000272	54	0.1%
0.4799999893	54	0.1%
0.1019999981	54	0.1%
0.8960000277	54	0.1%
0.9909999967	54	0.1%
0.3370000124	54	0.1%
0.4550000131	53	0.1%
0.1140000001	53	0.1%
Other values (976)	39370	96.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	20	< 0.1%
0.001000000047	38	0.1%
0.002000000095	33	0.1%
0.003000000026	41	0.1%
0.00400000019	42	0.1%
0.004999999888	30	0.1%
0.006000000052	31	0.1%
0.007000000216	41	0.1%
0.00800000038	32	0.1%
0.008999999613	38	0.1%

Value	Count	Frequency (%)
1	15	< 0.1%
0.9990000129	41	0.1%
0.9980000257	45	0.1%
0.996999979	53	0.1%
0.9959999919	38	0.1%
0.9950000048	48	0.1%
0.9940000176	39	0.1%
0.9929999709	33	0.1%
0.9919999838	39	0.1%
0.9909999967	54	0.1%

X3
Real number (ℝ_≥0)

Distinct count	1001
Unique (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.4969697066534646
Minimum	0.0
Maximum	1.0
Zeros	21
Zeros (%)	0.1%
Memory size	318.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.04899999872
Q1	0.25
median	0.4959999919
Q3	0.7440000176
95-th percentile	0.9480000138
Maximum	1
Range	1
Interquartile range (IQR)	0.4940000176

Descriptive statistics

Standard deviation	0.2873078378
Coefficient of variation (CV)	0.5781194185
Kurtosis	-1.187350915
Mean	0.4969697067
Median Absolute Deviation (MAD)	0.246999979
Skewness	0.009087962138
Sum	20260.461
Variance	0.08254579366

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.03099999949	64	0.2%
0.9789999723	63	0.2%
0.112999998	61	0.1%
0.8529999852	60	0.1%
0.7879999876	60	0.1%
0.7129999995	57	0.1%
0.4009999931	57	0.1%
0.5019999743	57	0.1%
0.3350000083	56	0.1%
0.3869999945	56	0.1%
0.9300000072	56	0.1%
0.3199999928	56	0.1%
0.8769999743	56	0.1%
0.6999999881	56	0.1%
0.5469999909	55	0.1%
0.5720000267	55	0.1%
0.01400000043	55	0.1%
0.273999989	55	0.1%
0.2980000079	55	0.1%
0.324000001	55	0.1%
0.3160000145	55	0.1%
0.4070000052	54	0.1%
0.6340000033	54	0.1%
0.2460000068	54	0.1%
0.4740000069	54	0.1%
Other values (976)	39352	96.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	21	0.1%
0.001000000047	45	0.1%
0.002000000095	38	0.1%
0.003000000026	41	0.1%
0.00400000019	49	0.1%
0.004999999888	41	0.1%
0.006000000052	48	0.1%
0.007000000216	35	0.1%
0.00800000038	26	0.1%
0.008999999613	40	0.1%

Value	Count	Frequency (%)
1	23	0.1%
0.9990000129	36	0.1%
0.9980000257	34	0.1%
0.996999979	38	0.1%
0.9959999919	51	0.1%
0.9950000048	50	0.1%
0.9940000176	47	0.1%
0.9929999709	38	0.1%
0.9919999838	39	0.1%
0.9909999967	36	0.1%

X4
Real number (ℝ_≥0)

Distinct count	1001
Unique (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.500453591091277
Minimum	0.0
Maximum	1.0
Zeros	28
Zeros (%)	0.1%
Memory size	318.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.05000000075
Q1	0.25
median	0.4979999959
Q3	0.7509999871
95-th percentile	0.9499999881
Maximum	1
Range	1
Interquartile range (IQR)	0.5009999871

Descriptive statistics

Standard deviation	0.2890108348
Coefficient of variation (CV)	0.577497774
Kurtosis	-1.202092672
Mean	0.5004535911
Median Absolute Deviation (MAD)	0.251000002
Skewness	-0.001883881862
Sum	20402.492
Variance	0.08352726265

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.75	65	0.2%
0.9139999747	62	0.2%
0.4860000014	62	0.2%
0.4609999955	62	0.2%
0.1770000011	60	0.1%
0.3030000031	60	0.1%
0.4699999988	58	0.1%
0.6579999924	58	0.1%
0.8410000205	58	0.1%
0.0680000037	58	0.1%
0.9649999738	57	0.1%
0.8980000019	57	0.1%
0.6150000095	57	0.1%
0.8379999995	56	0.1%
0.9070000052	56	0.1%
0.4659999907	56	0.1%
0.3350000083	56	0.1%
0.8130000234	55	0.1%
0.5839999914	55	0.1%
0.8059999943	55	0.1%
0.2689999938	55	0.1%
0.4569999874	55	0.1%
0.7839999795	55	0.1%
0.6859999895	54	0.1%
0.1580000073	54	0.1%
Other values (976)	39332	96.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	28	0.1%
0.001000000047	30	0.1%
0.002000000095	38	0.1%
0.003000000026	38	0.1%
0.00400000019	35	0.1%
0.004999999888	37	0.1%
0.006000000052	41	0.1%
0.007000000216	51	0.1%
0.00800000038	46	0.1%
0.008999999613	46	0.1%

Value	Count	Frequency (%)
1	19	< 0.1%
0.9990000129	33	0.1%
0.9980000257	34	0.1%
0.996999979	35	0.1%
0.9959999919	38	0.1%
0.9950000048	44	0.1%
0.9940000176	31	0.1%
0.9929999709	47	0.1%
0.9919999838	34	0.1%
0.9909999967	43	0.1%

X5
Real number (ℝ_≥0)

Distinct count	1001
Unique (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.4985624018419907
Minimum	0.0
Maximum	1.0
Zeros	22
Zeros (%)	0.1%
Memory size	318.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.04899999872
Q1	0.2479999959
median	0.4970000088
Q3	0.75
95-th percentile	0.9480000138
Maximum	1
Range	1
Interquartile range (IQR)	0.5020000041

Descriptive statistics

Standard deviation	0.2891730148
Coefficient of variation (CV)	0.5800136828
Kurtosis	-1.203190918
Mean	0.4985624018
Median Absolute Deviation (MAD)	0.2510000169
Skewness	0.002429901133
Sum	20325.392
Variance	0.08362103249

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.2829999924	62	0.2%
0.5120000243	62	0.2%
0.2759999931	60	0.1%
0.6409999728	59	0.1%
0.7919999957	59	0.1%
0.9250000119	58	0.1%
0.01400000043	58	0.1%
0.3059999943	58	0.1%
0.898999989	58	0.1%
0.8980000019	57	0.1%
0.04500000179	56	0.1%
0.5189999938	56	0.1%
0.0700000003	56	0.1%
0.04600000009	56	0.1%
0.4250000119	55	0.1%
0.3819999993	55	0.1%
0.8429999948	55	0.1%
0.5799999833	55	0.1%
0.4779999852	55	0.1%
0.4930000007	55	0.1%
0.09000000358	54	0.1%
0.4180000126	54	0.1%
0.01099999994	54	0.1%
0.3379999995	54	0.1%
0.6899999976	54	0.1%
Other values (976)	39353	96.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	22	0.1%
0.001000000047	36	0.1%
0.002000000095	38	0.1%
0.003000000026	43	0.1%
0.00400000019	46	0.1%
0.004999999888	51	0.1%
0.006000000052	50	0.1%
0.007000000216	42	0.1%
0.00800000038	35	0.1%
0.008999999613	37	0.1%

Value	Count	Frequency (%)
1	15	< 0.1%
0.9990000129	43	0.1%
0.9980000257	40	0.1%
0.996999979	43	0.1%
0.9959999919	36	0.1%
0.9950000048	42	0.1%
0.9940000176	40	0.1%
0.9929999709	42	0.1%
0.9919999838	46	0.1%
0.9909999967	38	0.1%

X6
Real number (ℝ_≥0)

Distinct count	1001
Unique (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5002701874844183
Minimum	0.0
Maximum	1.0
Zeros	19
Zeros (%)	< 0.1%
Memory size	318.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.05000000075
Q1	0.2509999871
median	0.5009999871
Q3	0.7490000129
95-th percentile	0.9480000138
Maximum	1
Range	1
Interquartile range (IQR)	0.4980000257

Descriptive statistics

Standard deviation	0.2876367678
Coefficient of variation (CV)	0.5749628401
Kurtosis	-1.193424759
Mean	0.5002701875
Median Absolute Deviation (MAD)	0.2489999831
Skewness	-0.004213610672
Sum	20395.015
Variance	0.0827349102

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.1529999971	63	0.2%
0.675999999	59	0.1%
0.4959999919	59	0.1%
0.003000000026	58	0.1%
0.201000005	57	0.1%
0.199000001	57	0.1%
0.1140000001	57	0.1%
0.57099998	57	0.1%
0.6769999862	56	0.1%
0.7360000014	56	0.1%
0.03500000015	56	0.1%
0.2409999967	56	0.1%
0.2939999998	56	0.1%
0.3459999859	56	0.1%
0.1519999951	56	0.1%
0.3849999905	56	0.1%
0.8330000043	56	0.1%
0.9190000296	56	0.1%
0.9169999957	55	0.1%
0.9200000167	55	0.1%
0.4869999886	55	0.1%
0.5910000205	55	0.1%
0.5939999819	55	0.1%
0.4110000134	55	0.1%
0.300999999	55	0.1%
Other values (976)	39356	96.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	19	< 0.1%
0.001000000047	46	0.1%
0.002000000095	36	0.1%
0.003000000026	58	0.1%
0.00400000019	44	0.1%
0.004999999888	36	0.1%
0.006000000052	48	0.1%
0.007000000216	29	0.1%
0.00800000038	36	0.1%
0.008999999613	34	0.1%

Value	Count	Frequency (%)
1	19	< 0.1%
0.9990000129	37	0.1%
0.9980000257	33	0.1%
0.996999979	50	0.1%
0.9959999919	30	0.1%
0.9950000048	44	0.1%
0.9940000176	46	0.1%
0.9929999709	35	0.1%
0.9919999838	41	0.1%
0.9909999967	32	0.1%

X7
Real number (ℝ_≥0)

Distinct count	1001
Unique (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5011888246135326
Minimum	0.0
Maximum	1.0
Zeros	15
Zeros (%)	< 0.1%
Memory size	318.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.05000000075
Q1	0.2529999912
median	0.5019999743
Q3	0.7509999871
95-th percentile	0.9499999881
Maximum	1
Range	1
Interquartile range (IQR)	0.4979999959

Descriptive statistics

Standard deviation	0.2883729849
Coefficient of variation (CV)	0.5753779229
Kurtosis	-1.197334192
Mean	0.5011888246
Median Absolute Deviation (MAD)	0.2490000129
Skewness	-0.0001450202439
Sum	20432.466
Variance	0.08315897842

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.2939999998	64	0.2%
0.8379999995	62	0.2%
0.03500000015	61	0.1%
0.123999998	60	0.1%
0.112999998	59	0.1%
0.5860000253	59	0.1%
0.5939999819	58	0.1%
0.5479999781	58	0.1%
0.3950000107	58	0.1%
0.5139999986	58	0.1%
0.2039999962	57	0.1%
0.6629999876	57	0.1%
0.4959999919	57	0.1%
0.5619999766	57	0.1%
0.2310000062	57	0.1%
0.3740000129	57	0.1%
0.6919999719	56	0.1%
0.4180000126	56	0.1%
0.1959999949	56	0.1%
0.5080000162	56	0.1%
0.8500000238	56	0.1%
0.7009999752	55	0.1%
0.7919999957	55	0.1%
0.9440000057	55	0.1%
0.47299999	55	0.1%
Other values (976)	39329	96.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	15	< 0.1%
0.001000000047	36	0.1%
0.002000000095	42	0.1%
0.003000000026	31	0.1%
0.00400000019	54	0.1%
0.004999999888	48	0.1%
0.006000000052	42	0.1%
0.007000000216	36	0.1%
0.00800000038	33	0.1%
0.008999999613	40	0.1%

Value	Count	Frequency (%)
1	27	0.1%
0.9990000129	36	0.1%
0.9980000257	44	0.1%
0.996999979	53	0.1%
0.9959999919	39	0.1%
0.9950000048	40	0.1%
0.9940000176	49	0.1%
0.9929999709	34	0.1%
0.9919999838	36	0.1%
0.9909999967	41	0.1%

X8
Real number (ℝ_≥0)

Distinct count	1001
Unique (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.500311616972539
Minimum	0.0
Maximum	1.0
Zeros	28
Zeros (%)	0.1%
Memory size	318.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.05099999905
Q1	0.248999998
median	0.5019999743
Q3	0.75
95-th percentile	0.9499999881
Maximum	1
Range	1
Interquartile range (IQR)	0.501000002

Descriptive statistics

Standard deviation	0.2888849667
Coefficient of variation (CV)	0.5774100718
Kurtosis	-1.197522298
Mean	0.500311617
Median Absolute Deviation (MAD)	0.25
Skewness	-0.001227680828
Sum	20396.704
Variance	0.08345452396

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.2759999931	68	0.2%
0.4580000043	67	0.2%
0.2090000063	61	0.1%
0.8169999719	58	0.1%
0.5310000181	57	0.1%
0.07699999958	56	0.1%
0.574000001	56	0.1%
0.8159999847	56	0.1%
0.1580000073	56	0.1%
0.09700000286	55	0.1%
0.9900000095	55	0.1%
0.871999979	55	0.1%
0.7829999924	55	0.1%
0.6169999838	55	0.1%
0.08799999952	54	0.1%
0.9689999819	54	0.1%
0.9359999895	54	0.1%
0.2440000027	54	0.1%
0.2450000048	54	0.1%
0.3560000062	54	0.1%
0.6579999924	54	0.1%
0.08200000226	53	0.1%
0.898999989	53	0.1%
0.6100000143	53	0.1%
0.7049999833	53	0.1%
Other values (976)	39368	96.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	28	0.1%
0.001000000047	41	0.1%
0.002000000095	42	0.1%
0.003000000026	43	0.1%
0.00400000019	50	0.1%
0.004999999888	42	0.1%
0.006000000052	42	0.1%
0.007000000216	38	0.1%
0.00800000038	39	0.1%
0.008999999613	35	0.1%

Value	Count	Frequency (%)
1	18	< 0.1%
0.9990000129	43	0.1%
0.9980000257	42	0.1%
0.996999979	48	0.1%
0.9959999919	28	0.1%
0.9950000048	47	0.1%
0.9940000176	51	0.1%
0.9929999709	28	0.1%
0.9919999838	42	0.1%
0.9909999967	46	0.1%

X9
Real number (ℝ_≥0)

Distinct count	1001
Unique (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.4971280904914241
Minimum	0.0
Maximum	1.0
Zeros	18
Zeros (%)	< 0.1%
Memory size	318.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.04899999872
Q1	0.2479999959
median	0.4939999878
Q3	0.746999979
95-th percentile	0.949000001
Maximum	1
Range	1
Interquartile range (IQR)	0.4989999831

Descriptive statistics

Standard deviation	0.2881554366
Coefficient of variation (CV)	0.5796402218
Kurtosis	-1.196749519
Mean	0.4971280905
Median Absolute Deviation (MAD)	0.2489999831
Skewness	0.0151352414
Sum	20266.91799
Variance	0.08303355566

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.008999999613	63	0.2%
0.1689999998	62	0.2%
0.6629999876	61	0.1%
0.773999989	60	0.1%
0.949000001	60	0.1%
0.1089999974	59	0.1%
0.5429999828	57	0.1%
0.8679999709	57	0.1%
0.2189999968	57	0.1%
0.8629999757	56	0.1%
0.4979999959	56	0.1%
0.7070000172	55	0.1%
0.2960000038	55	0.1%
0.675999999	55	0.1%
0.300999999	55	0.1%
0.4769999981	55	0.1%
0.6679999828	55	0.1%
0.8190000057	55	0.1%
0.2860000134	54	0.1%
0.925999999	54	0.1%
0.009999999776	54	0.1%
0.6610000134	54	0.1%
0.2879999876	54	0.1%
0.06100000069	54	0.1%
0.3560000062	54	0.1%
Other values (976)	39357	96.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	18	< 0.1%
0.001000000047	42	0.1%
0.002000000095	41	0.1%
0.003000000026	29	0.1%
0.00400000019	42	0.1%
0.004999999888	36	0.1%
0.006000000052	43	0.1%
0.007000000216	40	0.1%
0.00800000038	32	0.1%
0.008999999613	63	0.2%

Value	Count	Frequency (%)
1	19	< 0.1%
0.9990000129	41	0.1%
0.9980000257	30	0.1%
0.996999979	45	0.1%
0.9959999919	45	0.1%
0.9950000048	43	0.1%
0.9940000176	41	0.1%
0.9929999709	39	0.1%
0.9919999838	45	0.1%
0.9909999967	41	0.1%

X10
Real number (ℝ_≥0)

Distinct count	1001
Unique (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5004954375609876
Minimum	0.0
Maximum	1.0
Zeros	19
Zeros (%)	< 0.1%
Memory size	318.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.04899999872
Q1	0.2520000041
median	0.5009999871
Q3	0.7509999871
95-th percentile	0.949000001
Maximum	1
Range	1
Interquartile range (IQR)	0.4989999831

Descriptive statistics

Standard deviation	0.2884477619
Coefficient of variation (CV)	0.5763244582
Kurtosis	-1.198018532
Mean	0.5004954376
Median Absolute Deviation (MAD)	0.25
Skewness	-0.003553635336
Sum	20404.198
Variance	0.08320211133

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.02400000021	63	0.2%
0.3429999948	60	0.1%
0.4180000126	59	0.1%
0.4110000134	59	0.1%
0.09000000358	59	0.1%
0.9850000143	58	0.1%
0.2099999934	57	0.1%
0.5410000086	57	0.1%
0.1770000011	56	0.1%
0.4189999998	56	0.1%
0.08399999887	56	0.1%
0.05900000036	56	0.1%
0.3670000136	55	0.1%
0.3740000129	55	0.1%
0.2140000015	55	0.1%
0.01899999939	55	0.1%
0.1180000007	55	0.1%
0.8790000081	55	0.1%
0.2899999917	54	0.1%
0.5580000281	54	0.1%
0.4090000093	53	0.1%
0.5569999814	53	0.1%
0.4440000057	53	0.1%
0.2090000063	53	0.1%
0.3199999928	53	0.1%
Other values (976)	39369	96.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	19	< 0.1%
0.001000000047	49	0.1%
0.002000000095	44	0.1%
0.003000000026	27	0.1%
0.00400000019	43	0.1%
0.004999999888	51	0.1%
0.006000000052	48	0.1%
0.007000000216	47	0.1%
0.00800000038	43	0.1%
0.008999999613	33	0.1%

Value	Count	Frequency (%)
1	18	< 0.1%
0.9990000129	42	0.1%
0.9980000257	26	0.1%
0.996999979	40	0.1%
0.9959999919	36	0.1%
0.9950000048	37	0.1%
0.9940000176	46	0.1%
0.9929999709	46	0.1%
0.9919999838	37	0.1%
0.9909999967	42	0.1%

target
Real number (ℝ)

Distinct count	17396
Unique (%)	42.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	14.407828567524549
Minimum	-1.2280000448226929
Maximum	30.52199935913086
Zeros	0
Zeros (%)	0.0%
Memory size	318.6 KiB

Quantile statistics

Minimum	-1.228000045
5-th percentile	6.10305016
Q1	10.85099983
median	14.42350006
Q3	17.96125031
95-th percentile	22.60794983
Maximum	30.52199936
Range	31.7499994
Interquartile range (IQR)	7.110250473

Descriptive statistics

Standard deviation	4.997152837
Coefficient of variation (CV)	0.346835945
Kurtosis	-0.425629996
Mean	14.40782857
Median Absolute Deviation (MAD)	3.555500031
Skewness	0.001245404621
Sum	587378.355
Variance	24.97153648

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
17.70999908	12	< 0.1%
15.53100014	12	< 0.1%
14.51799965	11	< 0.1%
14.65799999	11	< 0.1%
15.17800045	11	< 0.1%
13.72299957	10	< 0.1%
10.40400028	10	< 0.1%
12.93099976	10	< 0.1%
16.12999916	10	< 0.1%
17.00799942	10	< 0.1%
18.01000023	10	< 0.1%
16.35099983	9	< 0.1%
18.04000092	9	< 0.1%
9.920999527	9	< 0.1%
11.97399998	9	< 0.1%
13.27600002	9	< 0.1%
13.87699986	9	< 0.1%
12.59000015	9	< 0.1%
14.16600037	9	< 0.1%
14.9119997	9	< 0.1%
19.17099953	9	< 0.1%
14.57299995	9	< 0.1%
14.50399971	9	< 0.1%
14.73600006	9	< 0.1%
12.92599964	9	< 0.1%
Other values (17371)	40525	99.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1.228000045	1	< 0.1%
-0.5230000019	1	< 0.1%
-0.298999995	1	< 0.1%
0.02899999917	1	< 0.1%
0.09099999815	1	< 0.1%
0.1620000005	1	< 0.1%
0.2630000114	1	< 0.1%
0.2730000019	1	< 0.1%
0.3319999874	1	< 0.1%
0.3379999995	1	< 0.1%

Value	Count	Frequency (%)
30.52199936	1	< 0.1%
30.05400085	1	< 0.1%
29.85899925	1	< 0.1%
29.75200081	1	< 0.1%
29.60000038	1	< 0.1%
29.57799911	1	< 0.1%
29.55400085	1	< 0.1%
29.4260006	1	< 0.1%
29.4109993	1	< 0.1%
29.36100006	1	< 0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	X1	X2	X3	X4	X5	X6	X7	X8	X9	X10	target
0	0.487	0.072	0.004	0.833	0.765	0.600	0.132	0.886	0.073	0.342	17.948999
1	0.223	0.401	0.659	0.528	0.843	0.713	0.580	0.473	0.572	0.528	13.815000
2	0.903	0.913	0.940	0.979	0.561	0.744	0.627	0.818	0.309	0.510	20.766001
3	0.791	0.857	0.359	0.844	0.155	0.948	0.114	0.292	0.412	0.991	18.301001
4	0.326	0.593	0.085	0.927	0.926	0.633	0.431	0.326	0.031	0.730	22.989000
5	0.562	0.890	0.006	0.691	0.720	0.208	0.279	0.283	0.116	0.882	25.986000
6	0.481	0.613	0.499	0.572	0.914	0.783	0.204	0.428	0.828	0.487	17.150000
7	0.625	0.197	0.725	0.628	0.541	0.481	0.460	0.021	0.765	0.392	14.006000
8	0.210	0.519	0.029	0.610	0.724	0.515	0.371	0.731	0.575	0.730	18.566000
9	0.084	0.496	0.486	0.813	0.406	0.491	0.418	0.344	0.978	0.409	12.107000

Last rows

	X1	X2	X3	X4	X5	X6	X7	X8	X9	X10	target
40758	0.827	0.531	0.939	0.337	0.107	0.228	0.861	0.553	0.011	0.027	16.594999
40759	0.078	0.020	0.851	0.543	0.614	0.272	0.592	0.001	0.193	0.628	10.087000
40760	0.895	0.817	0.672	0.304	0.530	0.152	0.239	0.706	0.136	0.705	13.575000
40761	0.551	0.825	0.813	0.451	0.954	0.679	0.468	0.088	0.879	0.302	20.125999
40762	0.487	0.102	0.495	0.418	0.067	0.262	0.445	0.898	0.152	0.845	6.958000
40763	0.911	0.960	0.205	0.224	0.703	0.531	0.061	1.000	0.337	0.444	8.797000
40764	0.673	0.533	0.086	0.097	0.123	0.405	0.674	0.752	0.772	0.624	14.518000
40765	0.052	0.644	0.645	0.838	0.466	0.360	0.177	0.849	0.153	0.683	11.611000
40766	0.835	0.074	0.780	0.916	0.621	0.410	0.342	0.466	0.896	0.447	15.360000
40767	0.537	0.490	0.169	0.638	0.726	0.605	0.907	0.394	0.495	0.991	19.325001

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows